The Strange Shame of VFX
How modern cinema came to depend on a craft it still publicly treats as contamination
Modern cinema depends on VFX so completely that it can no longer honestly describe itself without them. They are not a marginal trick, not a genre accessory, not merely the department of monsters, spaceships and exploding cities. They have become part of the ordinary grammar of filmmaking, woven into stunt work, period reconstruction, continuity, safety, environments, crowd work, weather, cleanup, performance support, set extension, invisible repair and the basic logistics of making images hold together. In many contemporary films, VFX are not the alternative to filmmaking. They are one of the ways filmmaking now takes place.
And yet the public language of cinema often behaves as if admitting this dependence would weaken the work. A film can contain hundreds or thousands of VFX shots, rely on teams of artists and supervisors, use digital tools to preserve the very illusion of physical reality, and still be sold through phrases that imply a kind of moral cleanliness: no CGI, all practical, done for real, no VFX. These phrases do not merely simplify production. They create a hierarchy of virtue. Practical becomes honest. Digital becomes suspect. What happened in front of the camera becomes noble. What completed, protected or transformed that image later becomes something close to contamination.
This is the strange shame of VFX. The craft has become central to modern cinema’s ability to create believable worlds, but the prestige language around filmmaking still often treats it as a confession to be avoided. The issue is therefore not simply that VFX artists deserve more credit, although they do. It is not simply that journalists confuse CGI with the broader field of VFX, although they often do. It is not even simply that audiences misunderstand how films are made, although the industry has given them every reason to misunderstand. The deeper problem is that cinema has not developed an honest public language for its own hybrid images. It has absorbed VFX industrially, but still resists them symbolically.
That resistance is not random. It is rooted in the way audiences value visible labor, physical presence, human risk and material evidence. It is reinforced by marketing strategies that sell authenticity as purity. It is intensified by a broader cultural anxiety around synthetic images in the age of generative AI. And it becomes especially damaging because VFX occupy a strange middle position: they are deeply human, collaborative and authored, yet they are often publicly grouped with the vague fear of the computer made image. To understand why filmmakers keep denying one of the crafts they depend on, we have to look beyond the usual complaint that someone said “no CGI” while hundreds of artists were listed in the credits. That contradiction is only the symptom. The real question is why the denial works.
The case of Oppenheimer is useful because the confusion was unusually visible. Christopher Nolan’s production approach around the Trinity test emphasized practical methods and the avoidance of computer generated imagery in that sequence. That is a meaningful creative choice. But in public discourse, the narrower claim often expanded into a broader myth that the film had no VFX. VFX supervisor Andrew Jackson later clarified that this was “clearly not true”, because the film did use VFX, even if certain images avoided CG elements in the narrow sense. The Hollywood Reporter covered that clarification after the myth had already entered the cultural conversation.
Top Gun: Maverick reveals the same mechanism from another angle. The film’s marketing rightly celebrated real flying, physical training, cockpit pressure and aerial photography. Those achievements mattered. They were part of the film’s power. But they were not the entire method. The Hollywood Reporter reported that Ryan Tudhope and his team worked on about 2,400 VFX shots, using VFX to support, integrate and complete images that were also grounded in real physical production. The problem is not that the practical story was false. The problem is that the hybrid story was more interesting and more honest, yet much harder to sell under the prestige fantasy of purity.
This is where the argument must begin. The denial of VFX is not only a matter of inaccurate publicity. It is a cultural mechanism. Cinema has become technically hybrid while still selling emotional authenticity through images of purity. The films themselves are layered, collaborative, mediated and technologically complex. The stories told about them often pretend they are not.
The audience does not reject unreality
The first mistake in this debate is to assume that audiences dislike artificial images. They do not. Cinema has always been artificial. A historical drama is not the past. A western does not transport a camera crew into the nineteenth century. A fantasy kingdom is not a real country. A dragon is not an animal filmed in the wild. A spaceship in a space opera is not documentary evidence. A hand drawn figure is not a biological creature. A stop motion puppet is not alive. A musical number is not ordinary human behavior. A matte painting is not a mountain. A set is not a street. A costume is not history itself.
And yet audiences accept all of this. More than that, they love it.
This is the paradox at the heart of the VFX debate. If audiences know that cinema is constructed, why does the phrase VFX so often carry suspicion? Why can animation be loved for its artificiality, fantasy be celebrated for its impossible worlds and historical cinema be praised for its reconstruction, while VFX are so often framed as the point where reality has been compromised?
The answer is that audiences do not reject unreality. They reject unclear contracts of unreality.
A historical film works because its contract is legible. Nobody thinks the film crew travelled back in time. But viewers understand that something human and material was staged for the camera. Actors wore costumes. Sets were built. Locations were chosen. Props were handled. Bodies moved through physical space. Light touched fabric and skin. Dust rose. Horses, mud, wood, smoke, weather and performance became part of the image. The past is fictionalized, but the reenactment carries the trace of real labor and real presence.
Fantasy works through another contract. A dragon is impossible, but it does not ask to be accepted as zoological evidence. It asks to be believed inside an invented world. That world can contain magic, impossible geography and invented species, but it still needs rules. The dragon must have scale, intention, weight, danger and consequence. The image does not have to be real. It has to be loyal to the reality it creates.
Animation makes the issue clearer still. Animation is not accepted because the audience mistakes drawings, puppets or pixels for biological beings. It is accepted because the artificiality is declared, shaped and authored. The viewer participates in the miracle. A lifeless thing receives life through timing, rhythm, movement, gesture, design and emotion. The audience knows the figure is not real, but experiences it as alive because the work has made a clear offer: this is not photographed life, this is life given through form.
That is why the simple opposition between real and fake is useless for cinema. Cinema has never been real in that crude sense. It has always been a controlled arrangement of falsehoods used to produce emotional, sensory and narrative truth. The more accurate distinction is not real versus fake. It is whether the image’s method, claim and emotional demand remain honest with one another.
VFX become culturally vulnerable when they are described as an impurity inside photographed reality rather than as one of the crafts through which cinematic belief is constructed. The audience can accept dragons, drawings and invented planets because their artificiality has an explicit aesthetic contract. But when a film sells itself as real while depending on digital work it does not publicly acknowledge, the contract becomes unstable. Viewers may not know the technical details, but they sense the cultural contradiction. They are being asked to admire purity inside an image system that is anything but pure.
This is the point where the discussion becomes larger than VFX. It becomes a question of image literacy. What kind of artificiality are we being shown? What kind of human work does it contain? What kind of truth does it claim? What kind of emotion does it ask us to feel? And does the public story around the image help us understand that contract, or does it deliberately obscure it?
Why visible labor feels more authentic
The psychological and cultural research helps explain why this contradiction has power.
One useful starting point is the uncanny valley, although it should be used carefully. The uncanny valley hypothesis proposes that artificial humanlike figures can become unsettling when they are almost, but not fully, convincing. Kätsyri and colleagues reviewed the empirical evidence and note that support for different versions of the hypothesis is mixed, which matters because the term is often used too casually in popular discussion. Still, the concept remains helpful because it points toward a basic perceptual problem: the closer an artificial image moves toward realism, the more strongly viewers apply the standards of reality to it.
This explains why stylized animation can feel emotionally alive while a nearly photoreal digital human can feel strangely dead. Stylization declares its own rules. Photorealism borrows the rules of the physical world. Once an image asks to be read as real, the viewer becomes sensitive to small failures of motion, weight, skin, eye behavior, contact, lighting, texture and causality. The more realistic the promise, the more damaging the betrayal.
But the issue goes beyond perception. It is also about value. Research on the handmade effect shows that people often evaluate handmade products more positively than machine made products because handmade objects are associated with human effort, care, uniqueness and symbolic love. Fuchs, Schreier and van Osselaer found evidence across several studies that stated production mode can influence product attractiveness. In other words, how people believe something was made changes how they value it.
This matters deeply for film because audiences do not only consume images. They consume imagined production histories. A practical stunt carries the fantasy of risk. A miniature carries the fantasy of craft. A real location carries the fantasy of witness. A physical costume carries the fantasy of touch. A hand animated line carries the fantasy of human attention. These fantasies may be incomplete, romanticized or selective, but they shape cultural value.
VFX often suffer because their labor is less legible. The audience does not usually see the matchmove, roto, paint, compositing, lighting, simulation, animation, plate reconstruction, data handling, supervision, revisions and production negotiation that make the image possible. The word computer enters the conversation and the human chain disappears. This is why the phrase computer generated is culturally dangerous when used carelessly. It makes the tool sound like the author.
Research on AI art makes this even sharper. Horton’s study in Scientific Reports found that people devalue art labeled as AI made across several dimensions, even when they report that it is indistinguishable from human made art. That finding is crucial because it shows that evaluation is not only optical. The label changes the meaning of the object. People are not merely asking whether the image looks good. They are asking what kind of human act produced it.
This is one reason the VFX discussion cannot be reduced to technical quality. Even perfect work can be culturally misread if its authorship is misunderstood. If a digital image is perceived as machine output rather than human craft, it loses part of the human presence bonus that practical work receives almost automatically.
The marketing research around AI authorship pushes the point further. Kirk and Givi’s work on the AI authorship effect finds that when consumers believe emotional marketing communication was generated by AI, positive responses can decline, with perceived inauthenticity and moral disgust playing a mediating role. The effect is especially important because it concerns emotional communication, not merely functional information.
Cinema is not the same as marketing communication, but cinema and film marketing both trade in emotion. They ask audiences to feel awe, intimacy, fear, danger, grief, beauty, tenderness and wonder. If viewers begin to suspect that emotion has been simulated without meaningful human presence, the reaction can become moral rather than merely aesthetic. The complaint is no longer simply that something looks fake. The complaint becomes that something feels dishonest.
Walter Benjamin’s concept of aura remains useful here, not as a simple nostalgia for pre technological art, but as a way of thinking about presence. Benjamin connected aura to uniqueness, distance, historical presence and the specific existence of an artwork in time and space. Cinema has always complicated that theory because film itself is a technological and reproducible art. But AI intensifies the question because it can produce images that appear to carry presence without any original witnessed event behind them. A photograph traditionally says, however imperfectly, something stood before a lens. A practical effect says something was built, lit, touched or performed. A VFX shot often says something photographed was extended, repaired, transformed or integrated by artists. A fully synthetic AI image may say something more unstable: this looks like an event, but there may have been no event at all.
That instability is now shaping the cultural atmosphere in which all synthetic images are received. It does not mean audiences suddenly became irrational. It means they are trying to defend the value of presence in a culture where presence has become easier to simulate.
AI did not create the suspicion, but it changed its meaning
Before generative AI became part of everyday culture, CGI had already become a lazy public shorthand for images that felt weightless, excessive, overproduced or fake. The term was often used inaccurately. Viewers might say too much CGI when the real issue was weak staging, rushed schedules, poor compositing, bad lighting integration, unconvincing animation, excessive spectacle, generic design, incoherent action or simple franchise fatigue. The category was crude, but powerful.
Generative AI changed the emotional temperature of that old complaint. It moved the problem from taste to trust.
Now the question is not only whether an image looks fake. It is whether anyone was there. Whether anyone made it with intention. Whether someone’s labor was replaced. Whether someone’s work was absorbed without consent. Whether a face belongs to a real person. Whether an image can still serve as evidence. Whether synthetic emotion can be sold without responsibility. Whether the image is an authored fiction or a plausible counterfeit.
This is why VFX get caught in the AI backlash, even though high end VFX and generative AI are not the same thing. Most professional VFX are not a machine producing a finished image from a text prompt. They are collaborative, supervised, shot specific and deeply embedded in production. They work with filmed plates, lens data, editorial rhythm, actor performance, art direction, lighting, camera memory, simulation, animation, compositing and review. They are not the absence of human craft. They are an enormous extension of human craft.
But public language is rarely that precise. To a non specialist audience, AI, CGI, VFX, digital, synthetic and fake can collapse into one emotional category: computer made.
That collapse is unfair, but it is not irrational. The public now lives in a visual culture where synthetic images circulate not only in cinema, but in fake profiles, scams, political manipulation, advertising, influencer culture, fabricated intimacy and false evidence. Nightingale and Farid found that AI synthesized faces can be difficult to distinguish from real faces and were even judged as more trustworthy in their study. That kind of finding does not make synthetic imagery feel harmless. It makes people anxious about witness, identity and deception.
This is why no CGI language has become more charged. It is no longer just a celebration of practical craft. It also functions as reassurance. It tells the audience: do not worry, this film belongs to the side of the real, the physical, the human, the trustworthy. The trouble is that the reassurance often depends on a false opposition. It implies that VFX belong to the other side: artificial, automated, cheap, deceptive, morally weaker.
That is the real damage. The industry is not only failing to explain VFX. It is helping audiences misunderstand them at exactly the moment when image literacy matters most.
AI did not invent the shame around VFX. It gave that old shame a new moral vocabulary. Before AI, VFX could be dismissed as fake looking, excessive or weightless. After AI, anything synthetic risks being pulled into a wider anxiety about extraction, automation, deception and replacement. That is why the VFX community now faces a more difficult symbolic battlefield. It is not only defending the look of digital images. It is defending the human legitimacy of digital craft.
The economics of purity marketing
There is also an economic reason the denial of VFX persists. Purity sells.
A studio has a clear incentive to emphasize anything that sounds difficult, physical and actor centered. A star hanging from a plane, a cast training in fighter jets, a director blowing things up practically, a production rebuilding a historical location: these stories sell commitment. They sell danger. They sell seriousness. They sell the feeling that money was spent on the visible event rather than hidden in a digital pipeline.
This does not mean those stories are false. Often they are true and worth celebrating. The problem begins when they are marketed as if physical effort and VFX cannot coexist without one diminishing the other. In reality, they often depend on each other. The stunt may be real, but VFX remove the rig. The cockpit pressure may be real, but VFX complete the aircraft logic. The location may be real, but VFX restore the period. The explosion may be practical, but compositing, cleanup and layering shape what the audience ultimately sees.
Purity marketing simplifies this complexity into a hierarchy. Practical becomes noble. Digital becomes suspect. The photographed moment becomes authentic. The later image work becomes correction, compromise or contamination.
This hierarchy is not innocent. It protects certain forms of prestige while hiding others. It preserves the aura of the director, the actor, the stunt, the location and the physical build, while making the digital labor that supports them culturally disposable. The audience is not told a richer story of collaboration. It is offered a cleaner myth.
And clean myths are powerful because they are easy to repeat.
That is why the no VFX claim can spread even when credits prove otherwise. Credits are evidence, but myth is narrative. A list of artists at the end of a film cannot compete with months of interviews that have already told the audience what kind of authenticity it is supposed to admire.
This is where the VFX community often gets trapped. It responds after the myth has won. It points to credits, shot counts and supervisor interviews, all of which matter, but they arrive as corrections. The prestige story has already been framed. The film has already been placed on the side of purity.
The deeper problem is not that VFX artists lack evidence. It is that the public has been given the wrong conceptual map.
What VFX can learn from the paradox
The paradox teaches that audiences do not need images to be literal. They need the image’s mode of unreality to be trustworthy.
That is the point VFX must claim.
The argument cannot remain trapped in the defensive statement that VFX are hard. They are hard, but difficulty is not enough. The stronger argument is that VFX are part of the architecture of cinematic belief. They do not automatically remove reality from the image. Often they are the craft that keeps a complex, fragile and partially photographed image believable.
A wire removal does not make a stunt less real. It allows the physical stunt to be safely performed and cleanly perceived. A set extension does not erase production design. It carries the logic of production design beyond what could be physically built. A sky replacement does not automatically falsify a location. It may preserve continuity when weather breaks the scene. Digital cleanup does not necessarily weaken performance. It may protect the performance from technical distractions. Crowd extension does not automatically replace human presence. It can restore scale, period or world density that practical production could not responsibly achieve in full.
The point is not that every digital choice is good. It is not. Audiences are often right when they reject images that feel weightless, generic, overprocessed or emotionally dead. The point is that digital involvement is not the same thing as inauthenticity. A bad practical effect can be false. A good digital effect can be truthful. The ethical and aesthetic question is not what material was used in isolation. The question is whether the method serves the image’s claim.
This is where VFX need a better language than the industry usually gives them. The public discussion still relies on primitive categories: practical or digital, real or fake, in camera or computer generated, authentic or artificial. But modern film images are often composite events. They are photographed, staged, tracked, cleaned, extended, animated, simulated, lit, relit, graded and integrated across time. Their authorship is distributed. Their reality is layered.
That does not make them less cinematic. It means cinema has evolved beyond the fantasy that the image becomes fully itself in a single moment before the lens.
VFX artists can therefore make a more ambitious claim than “we were there too”. They can argue that contemporary cinema cannot be honestly understood without a mature theory of hybrid image making. The issue is not only credit. It is literacy. Without better literacy, audiences will continue to be offered sentimental purity stories in place of real production knowledge.
And the VFX field should not respond by dismissing audience anxiety. The audience is right to care about human presence. It is right to care about labor. It is right to care about authenticity, trust and deception. In the age of AI, those concerns are not backward. They are necessary. But they should lead to better distinctions, not lazy suspicion toward every digital craft.
VFX should be placed on the side of authorship, not automation. On the side of image responsibility, not image fraud. On the side of cinematic construction, not counterfeit presence.
That requires VFX professionals, journalists, directors and studios to stop treating the machine as the subject of the sentence. The computer did not make the shot. The software did not create the world. Artists made choices through tools. Supervisors protected the coherence of the image. Compositors shaped attention. Animators gave weight and intention. Lighters connected photographed and synthetic spaces. Matchmove artists preserved the memory of the camera. Roto and paint artists repaired the seam between production and illusion. Producers and coordinators carried the impossible logistics of thousands of decisions.
The public does not need every technical detail. But it does need to understand that VFX are made by people, not by an abstract machine called CGI.
Toward a more honest image culture
The way forward is not to attack practical effects. That would be a mistake. Practical work deserves admiration. Physical builds, stunt teams, prosthetics, miniatures, real locations, costumes, camera craft and actor performance create forms of presence that audiences are right to value. The problem begins only when practical work is used as a moral weapon against digital work.
A more honest film culture would not ask whether a shot is real or fake. It would ask what kind of shot it is, what kinds of labor it contains, what it claims to be, and whether its method serves the experience honestly.
That shift matters because cinema will not become less hybrid. It will become more hybrid. Virtual production, previs, scanning, simulation, digital doubles, AI assisted tools, real time workflows, remote pipelines and asset based production are already changing the sequence of how images are made. The old separation between production and post production is no longer sufficient. Decisions migrate forward. Fixes migrate backward. Design, capture and completion overlap.
In that world, purity language is not only inaccurate. It is dangerous. It teaches audiences that the most honest image is the least mediated one, even though cinema has always been mediation. It suggests that technology is a stain rather than a condition of modern image making. It encourages directors and actors to protect prestige by simplifying the labor of others out of existence. It leaves the public with less knowledge at the very moment when synthetic imagery demands more knowledge.
The better path is transparency without flattening the magic.
Transparency does not mean explaining every shot before the audience has the chance to feel it. It does not mean turning cinema into a workflow diagram. It does not mean robbing spectacle of wonder. It means refusing to build prestige on false absence. A film can celebrate practical stunts and still acknowledge VFX. It can celebrate physical production and still explain digital integration. It can celebrate actors and still respect the artists who complete the image around them.
The stronger public story is not no CGI. The stronger public story is that the film used every available craft to make the experience believable.
That sentence changes the moral frame. It does not diminish physical work. It places physical work and VFX inside the same chain of cinematic intention. It treats filmmaking not as a purity contest, but as an ecosystem of craft.
This is not a request for marketing departments to turn every press tour into a technical seminar. It is a request for honesty at the level of framing. A director does not have to list every department in every interview. An actor does not have to explain compositing. A journalist does not need to write a pipeline breakdown in a review. But they do need to stop using VFX as the implied opposite of authenticity. They need to stop selling the absence of digital work when the actual achievement is the intelligent combination of physical and digital work.
The public does not need less wonder. It needs better wonder. It needs wonder that does not require erasure.
What should change
The practical consequence of this argument is not a checklist, but a shift in public language. VFX communication has to reject the purity trap, because practical and digital are not moral opposites. They are methods. Each can be used with intelligence or laziness, honesty or dishonesty, beauty or indifference. The question is not whether an image passed some fantasy test of material purity. The question is whether the image serves the film with integrity.
It also has to make human authorship visible. The public does not need a technical lecture, but it does need to understand that VFX are not a computer replacing reality. They are people shaping images through tools. The more the industry allows software to become the grammatical subject of VFX, the easier it becomes to imagine artists as secondary to automation.
VFX should be described as continuity rather than replacement. Much of the work continues something already present: a performance, a stunt, a location, a set, a camera move, a mood, a historical world, a physical element. That continuity is the opposite of the popular caricature. VFX do not always arrive to cancel the photographed event. They often arrive to preserve it.
Transparency should also be separated from demystification. Explaining craft does not destroy wonder. Often it deepens it. The secrecy that protects illusion should not become the silence that erases labor. There is a difference between hiding the seam inside the shot and hiding the people who made the seam disappear.
And finally, VFX must be connected to trust in the AI era. The VFX community should not mock audience anxiety about synthetic images. That anxiety is justified. But it should be directed toward precision. The question is not whether technology was used. The question is whether authorship, consent, labor, purpose and claim remain honest.
This is not a public relations exercise. It is a way of protecting the meaning of the craft in a culture that increasingly needs better distinctions between construction and deception. If VFX remain publicly described as a kind of digital stain, they will be forced to defend themselves from a false charge. If they are described as part of cinematic authorship, the discussion changes. The question becomes not whether VFX were used, but how responsibly, beautifully and intelligently they were used.
The final argument
The denial of VFX is one of the clearest signs that contemporary cinema has not yet learned how to speak honestly about its own images. Modern film is no longer made only in front of the camera, and it is not made only afterwards either. It is created through a distributed chain of decisions that moves through writing, design, financing, planning, performance, capture, data, editing, VFX, sound, color and delivery. The photographed moment remains essential, but it is not the sole source of cinematic truth. The image becomes cinema through a network of human choices, some physical, some digital, some visible, some deliberately hidden, all of them part of the same fragile contract of belief.
That does not mean audiences are wrong to care about authenticity. On the contrary, they are right to care about it more than ever. In a culture shaped by generative AI, synthetic faces, fabricated evidence, automated image production and the collapse of trust around digital media, the desire for human presence is not nostalgic stupidity. It is a necessary cultural reflex. People want to know whether an image contains witness, labor, intention, consent, risk and responsibility. They want to know whether emotion has been earned or merely simulated. They want to know whether a human world still stands behind the image that asks for their belief.
The mistake is not that audiences care about authenticity. The mistake is that cinema keeps offering them a childish version of it. Authenticity cannot mean untouched photography, because cinema has never been untouched. It has always been staged, lit, cut, designed, performed, processed, enhanced and arranged. Authenticity in cinema must mean something more precise: that the method, the claim and the emotional effect of the image remain in honest relation. Animation is authentic when it openly gives life to the lifeless. Fantasy is authentic when it builds coherent unreality. Historical drama is authentic when its reenactment carries material and emotional conviction. VFX are authentic when they extend, protect, transform or complete the filmed event without breaking the viewer’s trust.
This is why the shame around VFX is so revealing. It is not really shame about a technical process. It is shame about the loss of an older fantasy: the belief that cinema’s seriousness comes from a pure photographed moment untouched by later intervention. But modern cinema is not made smaller by the fact that its images are layered. It is made dishonest only when it pretends they are not. The practical stunt, the physical set, the actor’s body, the camera, the plate, the simulation, the composite, the cleanup, the extension and the final grade are not enemies in a moral war between reality and fakery. They are parts of a larger image system, and the question is not which part can claim purity, but whether the whole system produces belief with integrity.
That is the argument VFX need to claim. VFX are not the opposite of reality. They are one of the ways modern cinema organizes reality, invention and belief. At their best, they do not erase the human from the image. They carry human decisions into places where the camera alone cannot go. They protect performances, preserve continuity, complete worlds, repair impossibilities and allow cinema to move beyond what can be physically captured while still remaining emotionally coherent.
The scandal, then, is not that films use VFX. Of course they do. They must. The scandal is that an industry so dependent on them still so often speaks as if admitting that dependence would make cinema less serious, less human or less real. It would not. It would simply make cinema more honest about the way its own magic is built.
The shame is not that cinema uses VFX. The shame is that cinema still so often pretends it does not.
References
Film industry and VFX examples
The Hollywood Reporter. “Yes, ‘Oppenheimer’ Has Plenty of VFX Shots.” https://www.hollywoodreporter.com/movies/movie-news/yes-oppenheimer-plenty-vfx-shots-1235573104/
The Hollywood Reporter. “‘Top Gun: Maverick’ VFX Team on How They Put Tom Cruise in the Danger Zone.” https://www.hollywoodreporter.com/movies/movie-features/top-gun-maverick-vfx-stunts-1235319795/
Animation World Network. “Setting VFX on Cruise Control for ‘Top Gun: Maverick’.” https://www.awn.com/vfxworld/setting-vfx-cruise-control-top-gun-maverick
VFX Voice. “What Do You Mean, No CGI?” https://vfxvoice.com/what-do-you-mean-no-cgi/
Psychology, perception and uncanny valley
Kätsyri, Jari, Klaus Förger, Meeri Mäkäräinen, and Tapio Takala. “A Review of Empirical Evidence on Different Uncanny Valley Hypotheses: Support for Perceptual Mismatch as One Road to the Valley of Eeriness.” Frontiers in Psychology, 2015. https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2015.00390/full DOI URL: https://doi.org/10.3389/fpsyg.2015.00390
Consumer psychology and authenticity
Fuchs, Christoph, Martin Schreier, and Stijn M. J. van Osselaer. “The Handmade Effect: What’s Love Got to Do with It?” Journal of Marketing, 2015. URL: https://journals.sagepub.com/doi/10.1509/jm.14.0018 DOI URL: https://doi.org/10.1509/jm.14.0018
AI art perception and human authorship
Horton Jr., C. Blaine, Michael W. White, and Sheena S. Iyengar. “Bias Against AI Art Can Enhance Perceptions of Human Creativity.” Scientific Reports, 2023. https://www.nature.com/articles/s41598-023-45202-3 DOI URL: https://doi.org/10.1038/s41598-023-45202-3
Zhang, Yunhao, and Renée Gosline. “Human Favoritism, Not AI Aversion: People’s Perceptions and Bias Toward Generative AI, Human Experts, and Human GAI Collaboration in Persuasive Content Generation.” Judgment and Decision Making, 2023. https://www.cambridge.org/core/journals/judgment-and-decision-making/article/human-favoritism-not-ai-aversion-peoples-perceptions-and-bias-toward-generative-ai-human-experts-and-humangai-collaboration-in-persuasive-content-generation/419C4BD9CE82673EAF1D8F6C350C4FA8
AI, authenticity, moral disgust and marketing
Kirk, Kristopher, and Julian Givi. “The AI Authorship Effect: Understanding Authenticity, Moral Disgust, and Consumer Responses to AI Generated Marketing Communications.” Journal of Business Research, 2025. https://www.sciencedirect.com/science/article/abs/pii/S0148296324004880 DOI URL: https://doi.org/10.1016/j.jbusres.2024.114998
Synthetic faces, trust and deepfake anxiety
Nightingale, Sophie J., and Hany Farid. “AI Synthesized Faces Are Indistinguishable from Real Faces and More Trustworthy.” Proceedings of the National Academy of Sciences, 2022. https://www.pnas.org/doi/10.1073/pnas.2120481119 DOI URL: https://doi.org/10.1073/pnas.2120481119
Cultural theory and aura
Benjamin, Walter. “The Work of Art in the Age of Mechanical Reproduction.” In Illuminations, edited by Hannah Arendt, translated by Harry Zohn. Schocken Books, 1969. Originally written in 1935. https://web.mit.edu/allanmc/www/benjamin.pdf
AI labeling and image trust context
Associated Press. “Meta to Label AI Generated Images from OpenAI, Google and Other Companies.” 2024. https://apnews.com/article/415163d053ed915042a04f1ec3d9eafa



What's funny is that originally photography was seen as unclean and animation or VFX would have been much more highly regarded than pure photography because it does add human artistry. CGI VFX is going away, so don't worry about it. It's gonna be AI from now.